| Paper Abstract and Keywords |
| Presentation |
2023-03-06 15:51
An automatic generation system of facial images with expression differences for game characters based on StyleGAN2
Qing Chen, Hironobu Abe (Tokyo Denki Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years, an increasing number of AI-based services have been used to automatically generate live-action and animated face images. However, such services cannot automatically generate face images with facial expression differences for the generated images, which are necessary for game production, and require manual adjustment. In this research, we propose a method for automatically generating facial images with expression differences for facial images generated using StyleGAN2. We report on the system developed based on the proposed method, the effectiveness of the proposed method, and the evaluation of the system. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Game character / StyleGAN2 / facial expression difference / latent space / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 47, no. 9, AIT2023-70, pp. 131-134, March 2023. |
| Paper # |
AIT2023-70 |
| Date of Issue |
2023-02-27 (AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
AIT IIEEJ AS CG-ARTS |
| Conference Date |
2023-03-06 - 2023-03-06 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tokyo Polytechnic Univ. (Nakano) |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Expressive Japan 2023 |
| Paper Information |
| Registration To |
AIT |
| Conference Code |
2023-03-AIT-IIEEJ-AS-ARTS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An automatic generation system of facial images with expression differences for game characters based on StyleGAN2 |
| Sub Title (in English) |
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| Keyword(1) |
Game character |
| Keyword(2) |
StyleGAN2 |
| Keyword(3) |
facial expression difference |
| Keyword(4) |
latent space |
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| 1st Author's Name |
Qing Chen |
| 1st Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
| 2nd Author's Name |
Hironobu Abe |
| 2nd Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2023-03-06 15:51:00 |
| Presentation Time |
12 minutes |
| Registration for |
AIT |
| Paper # |
AIT2023-70 |
| Volume (vol) |
vol.47 |
| Number (no) |
no.9 |
| Page |
pp.131-134 |
| #Pages |
4 |
| Date of Issue |
2023-02-27 (AIT) |